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Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems - Vladimir Koltchinskii - Bog

- Ecole d'Ete de Probabilites de Saint-Flour XXXVIII-2008

Bag om Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems

The purpose of these lecture notes is to provide an introduction to the general theory of empirical risk minimization with an emphasis on excess risk bounds and oracle inequalities in penalized problems.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783642221460
  • Indbinding:
  • Paperback
  • Sideantal:
  • 254
  • Udgivet:
  • 29. juli 2011
  • Størrelse:
  • 155x235x14 mm.
  • Vægt:
  • 454 g.
  • 8-11 hverdage.
  • 10. december 2024
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  • BLACK WEEK

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Prøv i 30 dage for 45 kr.
Herefter fra 79 kr./md. Ingen binding.

Beskrivelse af Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems

The purpose of these lecture notes is to provide an introduction to the general theory of empirical risk minimization with an emphasis on excess risk bounds and oracle inequalities in penalized problems.

Brugerbedømmelser af Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems



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